@incollection{BlochFriedrich2021, author = {Bloch, Louise and Friedrich, Christoph}, title = {Developing a machine learning workflow to explain black-box models for Alzheimer's disease classification}, series = {BIOSTEC 2021 : proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies : online streaming, February 11-13, 2021}, publisher = {SCITEPRESS - Science and Technology Publications}, address = {S{\´e}tubal}, pages = {87 -- 99}, year = {2021}, language = {en} } @incollection{BlochFriedrich2021, author = {Bloch, Louise and Friedrich, Christoph}, title = {Using Bayesian optimization to effectively tune random forest and XGBoost hyperparameters for early Alzheimer's disease diagnosis}, series = {Wireless Mobile Communication and Healthcare : 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings}, publisher = {Springer International Publishing}, address = {Cham}, pages = {285 -- 299}, year = {2021}, language = {en} }